AI Work Index

42%

High Risk

Foreign exchange dealer

Professionals · SGD 13,583/mo (202% above median)

Mixed signals — high exposure but also strong human dependencies. Outcome depends on adoption patterns.

Mixed High Confidence Higher risk than 85% of occupations
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Score Breakdown

AI Capability Overlap Increases risk

95% of tasks overlap with current AI

Human Coordination Reduces risk

41% human advantage from judgment & presence

Local Hiring Demand Reduces risk

74% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 0pp below theoretical exposure

Net Displacement Risk 42%

Exposure × (1 − Bottleneck) × Market Modifier. How this works

What AI Changes

Tasks AI can handle

Report drafting, data compilation, meeting summarization, email triaging, and standard analytical tasks.

Where humans stay essential

Strategic decision-making, client relationship management, professional judgment in edge cases, cross-functional coordination, and ethical oversight.

This role balances structured execution. AI can augment the more structured tasks, while the overall task structure anchors the human contribution.

Skills to focus on

Professional Judgment

Making sound decisions in ambiguous situations where rules and guidelines fall short

Stakeholder Management

Navigating competing priorities across internal and external partners with diplomacy

Domain Expertise

Deep specialized knowledge that requires years of study, practice, and contextual experience

AI Tool Proficiency

Leveraging AI assistants to multiply your output while maintaining quality control

Market Context

Labour Market

Strong

Professionals, Managers, Executives & Technicians

3.1% ↑ 6.9% YoY

Vacancy rate · 2025 Q3

2021 2025

Hiring

Recruitment exceeds resignation

1.8% recruit · 1.2% resign

Retrenchment

2.6 per 1,000 employees

Moderate

Re-employment

73% within 12 months

54.3% within 6 months

Cluster-level data, not occupation-specific · Source: Labour Market Report Q3 2025, MRSD, MOM

Outlook

12-Month Direction (Base Case)

Worsening

Displacement Pressure

Under Pressure

Augmentation Upside

At Risk

Demand Outlook

Resilient

Wage Pressure

Watch

Rule-based directional forecast. Not a prediction — illustrative only.

Career Paths

Structural AI exposure scores, not employment predictions. Methodology

V3.1 · 2024 wages · Q3 2025 full + Q4 2025 advance labour data · 562 occupations · 80 roles